Semantics for probabilistic programming: higher-order functions, continuous distributions, and soft constraints

Sam Staton, Hongseok Yang, Frank Wood, Chris Heunen, Ohad Kammar. Semantics for probabilistic programming: higher-order functions, continuous distributions, and soft constraints. In Martin Grohe, Eric Koskinen, Natarajan Shankar, editors, Proceedings of the 31st Annual ACM/IEEE Symposium on Logic in Computer Science, LICS '16, New York, NY, USA, July 5-8, 2016. pages 525-534, ACM, 2016. [doi]

Abstract

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